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Empirical Evaluation of Deep Learning Models for Knowledge Tracing: Of Hyperparameters and Metrics on Performance and Replicability
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Sarsa, Sami; Leinonen, Juho; Hellas, Arto – Journal of Educational Data Mining, 2022
New knowledge tracing models are continuously being proposed, even at a pace where state-of-the-art models cannot be compared with each other at the time of publication. This leads to a situation where ranking models is hard, and the underlying reasons of the models' performance -- be it architectural choices, hyperparameter tuning, performance…
Descriptors: Learning Processes, Artificial Intelligence, Intelligent Tutoring Systems, Memory
Within- and Cross-Language Relations between Phonological Memory, Vocabulary, and Grammar in Bilingual Children
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Kehoe, Margaret; Poulin-Dubois, Diane; Friend, Margaret – Journal of Speech, Language, and Hearing Research, 2021
Purpose: This study investigated within-language and between-language associations between phonological memory, vocabulary, and grammar in French-English (n = 43) and Spanish-English (n = 25) bilingual children at 30, 36, and 48 months. It was predicted that phonological memory would display both within-language and between-language relations to…
Descriptors: Bilingualism, Preschool Children, Foreign Countries, Longitudinal Studies
The Role of Self-Regulated Learning in Fostering Students' Conceptual Understanding of Complex Systems with Hypermedia
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Azevedo, Roger; Guthrie, John T.; Seibert, Diane – Journal of Educational Computing Research, 2004
This study examines the role of self-regulated learning (SRL) in facilitating students' shifts to more sophisticated mental models of the circulatory system as indicated by both performance and process data. We began with Winne and colleagues' information processing model of SRL (Winne, 2001; Winne & Hadwin, 1998) and used it to examine how…
Descriptors: Prior Learning, Pretests Posttests, Undergraduate Students, Memory
Effects of Word Length and Wordlikeness on Pseudoword Repetition by Poor and Normal Readers.
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Van Bon, Wim H. J.; Van Der Pijl, Judith M. L. – Applied Psycholinguistics, 1997
Investigated whether the pseudoword repetition difference between poor and normal readers in the Netherlands could be explained by differences in memory for verbal materials or in familiarity with the composition of verbal materials. Concludes that the pseudoword repetition of poor readers is already operative in early, perceptual states of…
Descriptors: Associative Learning, Elementary School Students, Foreign Countries, Grade 2
The Impact of Learning Multiple Foreign Languages on Using Metacognitive Reading Strategies
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Razi, Salim – Reading Matrix: An International Online Journal, 2008
This study aims primarily to investigate the impact of learning multiple foreign languages on the use of metacognitive reading strategies (MRSs) by foreign language teaching (FLT) department students. A number of factors such as gender, hand preference, class, and programme with reference to their belief orientation were also involved in the…
Descriptors: Metacognition, Second Language Learning, Second Language Instruction, Reading Strategies
Memory, Multiplication and Mnemonics: A Study into the Recall of Basic Multiplication Facts
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Brewer, Robert A. – Online Submission, 2004
The purpose of this study is to examine what effects the mnemonic devices of pictures and stories have on the memorization and recall of multiplication facts. This study was conducted on a fourth grade classroom in which the students were divided into three groups. The first group was given standard flashcards, the second group was given a set of…
Descriptors: Grade 4, Multiplication, Memory, Recall (Psychology)